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Help your business work for AI agents.

A friendly, practical guide to the agent web — and the people building it.

Agents are becoming the new front door. Most websites aren't ready for them, and that's a fixable problem — usually a smaller one than people think. I'm Tyler. I authored the open standard for agent-operable businesses (OARS, at Knov.ai) and I help teams figure out what to actually do. Start with a free scan, read the standard, or just talk it through.

Some incredible clients

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tyler willis — author of the open agent readiness standard

Author of OARS, the open agent-readiness standard

Currently accepting new clients and consulting work

Most "AI readiness" advice falls into two camps: panic ("you're already behind!") or vague reassurance ("just keep doing what you're doing"). Neither helps. The truth is that becoming agent-ready is a sequence of concrete, well-defined steps — and most of them are simpler than they sound. The work below is what I do to make that sequence visible, learnable, and doable for any business.

The five levels of agent-readiness

OARS — the open standard I wrote at Knov.ai — describes what it actually means for a website to be useable by AI. Each level builds on the one before it.

Level 1

Discoverable

An agent can locate and identify your business and its offerings.

Level 2

Readable

An agent can comprehend what you do, who it's for, and how it works.

Level 3

Interactable

An agent can execute defined actions — booking, quoting, querying — on your systems.

Level 4

Transactable

An agent can complete commercial transactions end-to-end on a customer's behalf.

Level 5

Operable

Agents can run internal workflows — not just customer-facing actions.

Three friendly ways in

Pick whichever fits the question you're holding. None of them require commitment — they're all designed to leave you smarter, regardless of whether we ever work together.

If you're curious

Free tools

Run a scan against your domain. See where you stand on OARS, whether AI assistants are recommending you, how your schema scores. No signup, no commitment.

If you want help

Consulting

Three tiers — audit, implementation, retainer — built so you can start small and expand only if it makes sense. Most people start with the audit.

If you want to learn

Training

A course, a certification, and a verification program — taught by the person who wrote the standard. For developers, agencies, and consultants who want to do this for their own clients.

What's actually new about all this

The web has had standards for a long time — HTML let browsers read pages, robots.txt told crawlers where to go, Schema.org gave search engines a vocabulary. Each of those made one new kind of software useful on the web.

OARS does the same thing for AI agents. It's open, vendor-neutral, and free for anyone to implement. I write and maintain it because the gap was obvious and nobody else was filling it in a coherent way — not because I needed another credential.

Everything on this site flows from that standard. The consulting is implementing it. The training is teaching it. The tools are measuring against it. The research is mapping how the wider web is adopting it.

the open agent readiness standard, by tyler willis

Open standard — read it, implement it, free

Levels 1 through 5 — progressive, measurable

Free, no signup, no upsell

Track your OARS score over time.

Add your domain once. I'll rescan it monthly and email you when something meaningful changes — a new level unlocked, a regression, a long-missing field that finally got added. Use it on your own site, a client's site, or a competitor you're watching.

Not sure where to start?

Let's just talk it through.

If you'd rather not pick a door, send me a note and tell me what's on your mind. I'll respond personally and tell you honestly what I'd do in your shoes — even if it's "do nothing yet" or "you don't need me for this."

I respond personally within 1 business day. No pitch — just a real conversation.

Common questions

Plain-language answers to the things people ask me most often when they're new to all this.

What is OARS, in one sentence?

An open standard that describes what it means for a website to be useable by AI agents — broken into five clear levels, from "an agent can find you" up to "an agent can run things for you." It's free to read, free to implement, and lives at Knov.ai.

Do I need to be technical to care about any of this?

No. You need to be technical to build some of it, but you don't need to be technical to understand whether your business is ready, or to decide whether it's worth the investment. That's what the audit is for — I translate the technical picture into a business decision.

Is this just SEO with a new name?

It overlaps with SEO — agent-readiness includes some of the same things, like good schema and a healthy sitemap — but the goal is different. SEO is about being found by a person who's searching. Agent-readiness is about being actionable for software that's deciding on someone's behalf. Same web, different consumer.

Where should I actually start?

Run the free OARS scanner against your site. It takes seconds and gives you a real Level 1–2 score. If the score is low, you'll have specific things to fix — which you can do yourself, hand to your developer, or talk to me about. If it's high, you'll know where to focus next.

Do you only work with technical clients?

No. Most of my clients aren't engineers. The job of the consulting is to turn the technical work into business outcomes — booked calls, served customers, retained traffic — so you don't have to learn the stack to benefit from it.

What does it cost to get started?

Nothing for the free tools and the standard itself — those are designed to be useful on their own. The audit starts at $2,500 and is fixed-price; implementation work starts at $10K and is modular; retainers start at $2,500/month. The consulting page walks through each tier.

How do I keep up with this if I'm not ready to do anything yet?

Start the free monthly monitor on your domain. You'll get an email when something changes. No commitment, no upsell — just a quiet way to know where you stand as the web shifts under everyone.